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SVD based Watermarking Method for Medical Image Security

by Remya Elizabeth Philip, Sumithra M. G
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 66 - Number 2
Year of Publication: 2013
Authors: Remya Elizabeth Philip, Sumithra M. G
10.5120/11057-5966

Remya Elizabeth Philip, Sumithra M. G . SVD based Watermarking Method for Medical Image Security. International Journal of Computer Applications. 66, 2 ( March 2013), 29-33. DOI=10.5120/11057-5966

@article{ 10.5120/11057-5966,
author = { Remya Elizabeth Philip, Sumithra M. G },
title = { SVD based Watermarking Method for Medical Image Security },
journal = { International Journal of Computer Applications },
issue_date = { March 2013 },
volume = { 66 },
number = { 2 },
month = { March },
year = { 2013 },
issn = { 0975-8887 },
pages = { 29-33 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume66/number2/11057-5966/ },
doi = { 10.5120/11057-5966 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:21:17.506781+05:30
%A Remya Elizabeth Philip
%A Sumithra M. G
%T SVD based Watermarking Method for Medical Image Security
%J International Journal of Computer Applications
%@ 0975-8887
%V 66
%N 2
%P 29-33
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Most commonly watermarking is done for authentication purposes. Due to the widespread use of medical images for telemedicine applications the watermarking process gains more attention in the medical field i. e. for secure transmission of medical images from one hospital to another, for presenting the image as court evidence etc. This paper gives a comparative analysis on applying the watermark on the diagonal matrix of the SVD decomposed. The usefulness of SVD in watermarking applications and mathematical models are also given briefly. The performance is verified using PSNR, Pearson Correlation Coefficient and Image Quality Index.

References
  1. Basant Kumar, Harsh Vikram Singh, Surya Pal Singh, Anand Mohan," Secure Spread-Spectrum Watermarking for Telemedicine Applications" Journal of Information Security,Vol. 2,91-98, April 2011.
  2. J. M. Acken, "How watermarking adds value to digital content", Communications of the ACM, Vol. 41, No. 7, pp. 74-77, 1998.
  3. I Cox, M Miller, J. Bloom, J. Fridrich, T. Kalker, "Digital Watermarking and Steganography" 2nd Ed. ISBN: 978-0123725851.
  4. Chich-Chin Lia, Cheng-Chih Tsai, "Digital Image Watermarking Using Discrete Wavelet Transform and Singular Value Decomposition" IEEE Trans. Instrum. Meas. , vol. 59, no. 11, pp. 3060-3063, Nov. 2010
  5. http://www. une. edu. au/WebStat/unit_materials/c4_descriptive_statistics/pearsons_coeff. html
  6. Zhou Wang , Alan C. Bovik "A Universal Image Quality Index" IEEE Signal Processing Letters, Vol. 9, No. 3, March 2002
  7. G. Bhatnagar and B. Raman, "A new robust reference watermarking scheme based on DWT-SVD," Comput. Standards Interfaces, vol. 31, no. 5, pp. 1002–1013, Sep. 2009
  8. K. L. Chung, C. H. Shen, L. C. Chang, A novel SVD and VQ-based image hiding scheme, Pattern Recogn. Lett. 22 1051–1058, 2001
  9. R. Liu and T. Tan, "An SVD-based watermarking scheme for protecting rightful ownership," IEEE Trans. Multimedia, vol. 4, no. 1, pp. 121–128, Mar. 2002.
  10. C. C. Chang, P. Tsai, C. C. Lin, SVD-based digital image watermarking scheme, Pattern Recogn. Lett. 26 1577–1586, 2005.
  11. S. H. Low, N. F. Maxemchuk and A. M. Lapone, "Document identification for copyright protection using centroid detection", IEEE Trans. on Communications, Vol. 46, No. 3, pp. 372-383, 1998.
  12. Hui Huang, Gouenou Coatrieux, Limin Luo "Blind Integrity Verification of Medical Images" IEEE transactions on information technology in biomedicine, vol. 16, no. 6, November 2012.
  13. Lingling An, Xinbo Gao, Dacheng Tao Robust Reversible Watermarking via Clustering and Enhanced Pixel-Wise Masking IEEE Transactions on Image Processing, vol. 21, no. 8, August 2012.
  14. B. R. Macq and I. Pitas, "Special issue on watermarking", Signal Processing, Vol. 66, No. 3, pp. 281-282, 1998.
  15. M. D. Swanson, M. Kobayashi and A. H. Tewfik, "Multimedia data-embedding and watermarking technologies", Proceedings of the IEEE, Vol. 86, No. 6, pp. 1064-1087, 1998.
  16. Badran, E. F. Sharkas, M. A. Attallah, O. A. "Multiple watermark embedding scheme in wavelet-spatial domains based on ROI of medical images "National Radio Science Conference, 2009. NRSC 17-19 March 2009.
  17. Rafael C. Gonzalez, Richard E . Woods, Steven L. Eddins, (2006), "Digital Image Processing Using Mat lab", Prentice Hall.
  18. J. Zhao, E. Koch and C. Luo, "Digital watermarking in business today and tomorrow", Communications of ACM, Vol. 41, No. 7, pp. 67-72, 1998.
  19. W. Zeng, "Digital watermarking and data hiding: technologies and applications", Proc. of ICISAS'98, Vol. 3, pp. 223-229, 1998
  20. Koushik Pal, G. Ghosh, M. Bhattacharya "Biomedical Image Watermarking in Wavelet Domain for Data Integrity Using Bit Majority Algorithm and Multiple Copies of Hidden Information" American Journal of Biomedical Engineering pp. 29-37,2012
Index Terms

Computer Science
Information Sciences

Keywords

Watermark Singular Value Decomposition PSNR Pearson Correlation Coefficient Image Quality Index

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